Hi @Sridharanblr ,
Thanks for your clarification.
To the low power idle mode, the PLL situation is like this:

So, the LCD clock source is powered down after you run the __WFI()(in fact, it is the code close the related clock before enter the WFI), which means the low power mode is entered.
In this situation, the LCD can't work anymore as it lacks the clock.
That's why you meet issues.
But, don't worry, after checking with our low-power expert, you still can make it work.
You just need to enable the PLL which is the LCD clock source, please also enable the 24mHZ xtal OSC, that will be more precise.
To make things easy, we suggest you use the system idle code, then just disable the other clock which you don't want, and change the low power mode code to the low power ilde code.
Please try it on your side.
If you still have issues about it, please kindly let me know.
Best Regards,
kerry